Objective
This project offers a novel integrated 3D planning and control environment for construction projects. While recent Building Information Modeling (BIM) and construction automation techniques have potential to significantly improve construction management, the benefits are yet to be realized for construction planning and controls. This proposed project will describe an integrated 3D platform for analysis and visualization of construction process data and energy use. Building on the geometry-based process modeling and simulation approach (GPM), it will describe a group of methods to achieve automation for planning-control cycle for detailed construction operations through combination of optimization of construction crew behavior and automated data collection within an integrated system. Construction crew actions will be optimized using reinforcement learning techniques on the simulation model. Sensor data will be integrated in the same environment to perform data fusion and improve progress feedback. Through collaborations with experts at leading universities at USA and European Research Area, this project is expected to make a large impact on computational modeling of construction systems. Moreover, it will contribute to the European excellence for the goals of virtual factory and energy efficient building.
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: https://op.europa.eu/en/web/eu-vocabularies/euroscivoc.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: https://op.europa.eu/en/web/eu-vocabularies/euroscivoc.
- natural sciencescomputer and information sciencesartificial intelligencemachine learningreinforcement learning
- social sciencessociologyindustrial relationsautomation
- engineering and technologyelectrical engineering, electronic engineering, information engineeringelectronic engineeringsensors
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Call for proposal
FP7-PEOPLE-2012-CIG
See other projects for this call
Coordinator
34794 Alemdag Cekmekoy, Istanbul
Türkiye